{"id":"W2952397982","doi":"10.1136/annrheumdis-2019-eular.3307","title":"SAT0308 CLUSTER-BASED SPONDYLOARTHRITIS PHENOTYPES DEFINED AT BASELINE ARE PREDICTIVE OF 5-YEAR SEVERITY OUTCOME IN THE DESIR COHORT","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arthritis Society; Celgene; UCB Pharma; Dutch Arthritis Society; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Cohort; Cluster (spacecraft); Baseline (sea); Outcome (game theory); Internal medicine; Axial spondyloarthritis; Cohort study; Ankylosing spondylitis; Sacroiliitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561352,0.0005153893,0.0004906125,0.0004533643,0.000562596,0.0009938419,0.0006355307,0.0004817092,0.003612708],"category_scores_gemma":[0.001356137,0.0002710791,0.00073404,0.0005048412,0.0002741335,0.0003453869,0.0006014371,0.000837287,0.0008144598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493994,"about_ca_system_score_gemma":0.0004152631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00554884,"about_ca_topic_score_gemma":0.009019338,"domain_scores_codex":[0.9995371,0.00008059065,0.00003572551,0.0001606605,0.00008220351,0.0001036715],"domain_scores_gemma":[0.9994855,0.00006637289,0.0001589468,0.0001025226,0.00009682115,0.00008982684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002349375,0.00006509743,0.9864824,0.00003068733,0.0004860078,0.0002987994,0.0001316929,0.0002088773,0.00259514,0.0002823443,0.001941024,0.005128529],"study_design_scores_gemma":[0.00008059985,0.0003229976,0.9941077,0.00002243128,0.0003366822,0.001067857,0.0003508913,0.0006037824,0.0003858553,0.0002534403,0.002447883,0.00001983582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993809,0.0004947144,0.0002380062,0.0001360149,0.00004639853,0.000007885234,0.002823079,0.00002228541,0.002422508],"genre_scores_gemma":[0.9955186,0.0001319665,0.0001755507,0.0001046949,0.00004058114,0.000009514602,0.002553317,0.00001337435,0.00145244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00554884,"threshold_uncertainty_score":0.01208568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853798614426514,"score_gpt":0.279263428404634,"score_spread":0.2507254422603689,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}